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Guorong Wu

OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels

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Mar 03, 2025
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Modality-Agnostic Style Transfer for Holistic Feature Imputation

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Mar 03, 2025
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Learning Covariance-Based Multi-Scale Representation of Neuroimaging Measures for Alzheimer Classification

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Mar 03, 2025
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BrainMAP: Learning Multiple Activation Pathways in Brain Networks

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Dec 23, 2024
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NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes

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Sep 26, 2024
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Machine Learning on Dynamic Functional Connectivity: Promise, Pitfalls, and Interpretations

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Sep 17, 2024
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Message Detouring: A Simple Yet Effective Cycle Representation for Expressive Graph Learning

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Feb 12, 2024
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Learning to Approximate Adaptive Kernel Convolution on Graphs

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Jan 22, 2024
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Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals

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Jul 01, 2023
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DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics

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Jun 05, 2023
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